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ICANN
2010
Springer
15 years 7 months ago
Accelerating Large-Scale Convolutional Neural Networks with Parallel Graphics Multiprocessors
Training convolutional neural networks (CNNs) on large sets of high-resolution images is too computationally intense to be performed on commodity CPUs. Such architectures however ...
Dominik Scherer, Hannes Schulz, Sven Behnke
SIGCOMM
2010
ACM
15 years 6 months ago
The little engine(s) that could: scaling online social networks
The difficulty of scaling Online Social Networks (OSNs) has introduced new system design challenges that has often caused costly re-architecting for services like Twitter and Face...
Josep M. Pujol, Vijay Erramilli, Georgos Siganos, ...
TRIDENTCOM
2010
IEEE
15 years 4 months ago
Multi-hop Wireless Network Emulation on StarBED
Abstract. In this paper, we present an architecture to emulate multihop wireless networks on StarBED, a wired-network testbed at Hokuriku Research Center of NICT, Japan. The archit...
Lan Tien Nguyen, Razvan Beuran, Yoichi Shinoda
TNN
2010
139views Management» more  TNN 2010»
15 years 1 months ago
Identification of finite state automata with a class of recurrent neural networks
A class of recurrent neural networks is proposed and proven to be capable of identifying any discrete-time dynamical system. The application of the proposed network is addressed in...
Sung Hwan Won, Iickho Song, Sun-Young Lee, Cheol H...
BELL
2010
122views more  BELL 2010»
15 years 6 months ago
100 Gb/s DQPSK field trial: Live video transmission over an operating LambdaXtreme® network
Gregory Raybon, Peter J. Winzer, Haoyu Song, Andre...